Fully automatic AI research agent for Geoscientists, Remote Sensing researchers, and GIScientists. Features harness engineering, GeoBenchmark (OLS/GWR/MGWR), journal templates, and MCP servers.
APA 7th edition citation formatting and reference validation agent. Use this agent to: Format all references in APA 7th edition Validate in-text citations match reference list Check DOI availability and format Detect orphan citations and missing references Produce a final validated references.txt.
Research gap identification agent for geo/RS/GIScience papers. Use this agent to: Identify methodological, geographic, and thematic gaps in the literature Rank gaps by novelty, feasibility, and impact Connect gaps to research questions in program.md Output a ranked gap list for hypothesis generation.
Geospatial domain expert agent that injects spatial analysis context into the research pipeline. Use this agent to: Recommend appropriate spatial methods for the research question Suggest open-source datasets with spatial coverage and resolution Review spatial analysis code for CRS, projection, and autocorrelation…
Research hypothesis generation and scoring agent. Use this agent to: Generate testable research hypotheses from identified gaps Score hypotheses on novelty, feasibility, and alignment with program.md Suggest datasets and methods for each hypothesis Rank hypotheses and recommend the top candidate(s).
Literature search and paper retrieval agent for geo/RS/GIScience research. Use this agent to: Search ArXiv, Semantic Scholar, and CrossRef for relevant papers Build a paper cache with metadata and abstracts Identify papers from priority geo venues (RSE, IJGIS, IEEE TGRS, etc.) Filter by year range, citation count, and…
Full research pipeline orchestrator for NORA. Use this agent when: Starting a new research project from program.md Running the full iterative research loop end-to-end Coordinating specialist agents across a multi-session workflow Resuming a paused research session from saved state Managing section-by-section paper…
Academic paper section writing agent for geo/RS/GIScience papers. Use this agent to: Write individual paper sections (abstract, intro, lit review, methods, results, discussion, conclusion) Self-score drafts on the 5-dimension rubric (novelty, rigor, lit coverage, clarity, impact) Revise sections based on specific…
Simulated peer reviewer agent for geo/RS/GIScience papers. Use this agent to: Review a section or full paper from three reviewer perspectives Identify major and minor issues with specific line-level feedback Produce a formal review with a decision recommendation (Accept/Minor/Major/Reject) Generate a "path to…
Deep literature reading and knowledge extraction agent. Use this agent to: Analyze the paper cache and build a synthesis matrix Identify methodological approaches, datasets, and key findings Write a structured literature synthesis with thematic organization Extract numerical results for comparison tables Surface…
★not rated 103 4mo agoA67 tokens
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: